import { Callout } from "nextra/components";

# AI Tasks

> Available AI models for geospatial analysis

<Callout type="default" emoji="🚀">
  **NEW: Meta's DINOv3 Integration!** Our [Image Feature Extraction](./supported-tasks/image-feature-extraction) task now uses Meta's groundbreaking DINOv3 model for state-of-the-art self-supervised learning at unprecedented scale.
</Callout>

## Generic Tasks

| Task                                                                       | Purpose                                  |
| -------------------------------------------------------------------------- | ---------------------------------------- |
| [Image Feature Extraction](./supported-tasks/image-feature-extraction) 🚀 | Extract AI embeddings from imagery (DINOv3) |
| [Object Detection](./supported-tasks/object-detection)                     | General-purpose object detection         |
| [Zero-Shot Object Detection](./supported-tasks/zero-shot-object-detection) | Custom object detection without training |
| [Oriented Object Detection](./supported-tasks/oriented-object-detection)   | Rotated object detection                 |
| [Mask Generation](./supported-tasks/mask-generation)                       | Generate precise object masks            |
| [Land Cover Classification](./supported-tasks/land-cover-classification)   | Land use categorization                  |

## Specialized Tasks

| Task                                                                                 | Purpose                      |
| ------------------------------------------------------------------------------------ | ---------------------------- |
| [Car Detection](./supported-tasks/car-detection)                                     | Vehicle detection            |
| [Ship Detection](./supported-tasks/ship-detection)                                   | Maritime vessel detection    |
| [Building Detection](./supported-tasks/building-detection)                           | Building-specific detection  |
| [Solar Panel Detection](./supported-tasks/solar-panel-detection)                     | Solar installation detection |
| [Oil Storage Tank Detection](./supported-tasks/oil-storage-tank-detection)           | Industrial tank detection    |
| [Building Footprint Segmentation](./supported-tasks/building-footprint-segmentation) | Building boundary extraction |
| [Wetland Segmentation](./supported-tasks/wetland-segmentation)                       | Wetland area identification  |
